{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "natural-carnival",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from tqdm import tqdm\n",
    "from deepface import DeepFace\n",
    "from deepface.commons import functions\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "#!pip install cassandra-driver\n",
    "from cassandra.cluster import Cluster"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "legitimate-register",
   "metadata": {},
   "source": [
    "# Face recognition model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bronze-handle",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = DeepFace.build_model(\"Facenet\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "through-monitor",
   "metadata": {},
   "source": [
    "# Create facial database locally"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "fatty-butler",
   "metadata": {},
   "outputs": [],
   "source": [
    "facial_img_paths = []\n",
    "#Available at: https://github.com/serengil/deepface/tree/master/tests/dataset\n",
    "for root, directory, files in os.walk(\"deepface/tests/dataset\"):\n",
    "    for file in files:\n",
    "        if '.jpg' in file:\n",
    "            facial_img_paths.append(root+\"/\"+file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "acceptable-madrid",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 60/60 [00:27<00:00,  2.14it/s]\n"
     ]
    }
   ],
   "source": [
    "instances = []\n",
    "\n",
    "for i in tqdm(range(0, len(facial_img_paths))):\n",
    "    facial_img_path = facial_img_paths[i]\n",
    "    facial_img = functions.preprocess_face(facial_img_path, target_size = (160, 160))\n",
    "    \n",
    "    embedding = model.predict(facial_img)[0]\n",
    "    \n",
    "    instance = []\n",
    "    instance.append(facial_img_path)\n",
    "    instance.append(embedding)\n",
    "    instances.append(instance)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "psychological-preference",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame(instances, columns = [\"img_name\", \"embedding\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "moderate-transport",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>img_name</th>\n",
       "      <th>embedding</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>deepface/tests/dataset/img1.jpg</td>\n",
       "      <td>[1.0574055, 1.0961407, 1.2643185, -1.6389996, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>deepface/tests/dataset/img10.jpg</td>\n",
       "      <td>[-0.32284275, 1.3187261, 1.242616, -1.4587235,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>deepface/tests/dataset/img11.jpg</td>\n",
       "      <td>[0.28591383, 0.35173756, 2.1035275, -1.4823748...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>deepface/tests/dataset/img12.jpg</td>\n",
       "      <td>[-0.15722206, 2.2241635, -0.8684032, -1.483796...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>deepface/tests/dataset/img13.jpg</td>\n",
       "      <td>[-1.2929415, -0.8253571, -1.7417858, -0.585865...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           img_name  \\\n",
       "0   deepface/tests/dataset/img1.jpg   \n",
       "1  deepface/tests/dataset/img10.jpg   \n",
       "2  deepface/tests/dataset/img11.jpg   \n",
       "3  deepface/tests/dataset/img12.jpg   \n",
       "4  deepface/tests/dataset/img13.jpg   \n",
       "\n",
       "                                           embedding  \n",
       "0  [1.0574055, 1.0961407, 1.2643185, -1.6389996, ...  \n",
       "1  [-0.32284275, 1.3187261, 1.242616, -1.4587235,...  \n",
       "2  [0.28591383, 0.35173756, 2.1035275, -1.4823748...  \n",
       "3  [-0.15722206, 2.2241635, -0.8684032, -1.483796...  \n",
       "4  [-1.2929415, -0.8253571, -1.7417858, -0.585865...  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bizarre-amendment",
   "metadata": {},
   "source": [
    "# Connect to Cassandra"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "verified-revision",
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster = Cluster(['127.0.0.1'], port=9042)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "centered-parliament",
   "metadata": {},
   "outputs": [],
   "source": [
    "#connect deepface database\n",
    "session = cluster.connect('deepface', wait_for_all_pools = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "effective-statement",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cassandra.cluster.ResultSet at 0x2b39389c520>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "session.execute('DROP TABLE IF EXISTS deepface.embeddings;')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "elder-maker",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cassandra.cluster.ResultSet at 0x2b39389c5b0>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "session.execute('CREATE TABLE deepface.embeddings(img_id int PRIMARY KEY, img_name text, embedding list<double>);')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "supreme-gardening",
   "metadata": {},
   "source": [
    "# Store local embeddings in cassandra"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "rapid-beverage",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 60/60 [00:00<00:00, 104.89it/s]\n"
     ]
    }
   ],
   "source": [
    "for index, instance in tqdm(df.iterrows(), total = df.shape[0]):\n",
    "    img_name = instance[\"img_name\"]\n",
    "    embedding = instance[\"embedding\"].tolist()    \n",
    "    statement = \"insert into deepface.embeddings (img_id, img_name, embedding) values (%d, '%s', %s);\" % (index, img_name, embedding)\n",
    "    \n",
    "    session.execute(statement)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "decent-annotation",
   "metadata": {},
   "source": [
    "# Target"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "indie-excuse",
   "metadata": {},
   "outputs": [],
   "source": [
    "target_img_path = \"target.png\"\n",
    "target_img = functions.preprocess_face(target_img_path, target_size = (160, 160))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "interior-deadline",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(target_img[0][:,:,::-1])\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "angry-waste",
   "metadata": {},
   "outputs": [],
   "source": [
    "target_embedding = model.predict(target_img)[0].tolist()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "universal-growing",
   "metadata": {},
   "source": [
    "# Face recognition - client side"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "smooth-luther",
   "metadata": {},
   "source": [
    "This approach is mainly based on retrieving embeddings of facial database from cassandra, then find distance values for each item in the client side."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "republican-duration",
   "metadata": {},
   "outputs": [],
   "source": [
    "rows = session.execute('SELECT * FROM deepface.embeddings')\n",
    "\n",
    "instances = []\n",
    "for row in rows:\n",
    "    instance = []\n",
    "    instance.append(row.img_name)\n",
    "    instance.append(row.embedding)\n",
    "    instances.append(instance)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "impressed-ottawa",
   "metadata": {},
   "outputs": [],
   "source": [
    "retrieved_df = pd.DataFrame(instances, columns = [\"img_name\", \"embedding\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "atlantic-presentation",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>img_name</th>\n",
       "      <th>embedding</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>deepface/tests/dataset/img31.jpg</td>\n",
       "      <td>[0.30395060777664185, 0.37859517335891724, -0....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>deepface/tests/dataset/img6.jpg</td>\n",
       "      <td>[0.04825747758150101, 1.1616168022155762, 1.37...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>deepface/tests/dataset/img62.jpg</td>\n",
       "      <td>[-0.8223543167114258, -1.1515120267868042, -0....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>deepface/tests/dataset/img40.jpg</td>\n",
       "      <td>[-1.9303354024887085, 0.4493763744831085, 0.08...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>deepface/tests/dataset/img14.jpg</td>\n",
       "      <td>[-1.323629379272461, -0.89812171459198, -1.916...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           img_name  \\\n",
       "0  deepface/tests/dataset/img31.jpg   \n",
       "1   deepface/tests/dataset/img6.jpg   \n",
       "2  deepface/tests/dataset/img62.jpg   \n",
       "3  deepface/tests/dataset/img40.jpg   \n",
       "4  deepface/tests/dataset/img14.jpg   \n",
       "\n",
       "                                           embedding  \n",
       "0  [0.30395060777664185, 0.37859517335891724, -0....  \n",
       "1  [0.04825747758150101, 1.1616168022155762, 1.37...  \n",
       "2  [-0.8223543167114258, -1.1515120267868042, -0....  \n",
       "3  [-1.9303354024887085, 0.4493763744831085, 0.08...  \n",
       "4  [-1.323629379272461, -0.89812171459198, -1.916...  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "retrieved_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "typical-buyer",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(60, 2)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "retrieved_df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "explicit-kelly",
   "metadata": {},
   "outputs": [],
   "source": [
    "#storing target as a column requires to duplicate it number of row times\n",
    "target_duplicated = np.array([target_embedding,]*retrieved_df.shape[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "residential-hierarchy",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(60, 128)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "target_duplicated.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "according-hostel",
   "metadata": {},
   "outputs": [],
   "source": [
    "retrieved_df['target'] = target_duplicated.tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "eight-heater",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>img_name</th>\n",
       "      <th>embedding</th>\n",
       "      <th>target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>deepface/tests/dataset/img31.jpg</td>\n",
       "      <td>[0.30395060777664185, 0.37859517335891724, -0....</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>deepface/tests/dataset/img6.jpg</td>\n",
       "      <td>[0.04825747758150101, 1.1616168022155762, 1.37...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>deepface/tests/dataset/img62.jpg</td>\n",
       "      <td>[-0.8223543167114258, -1.1515120267868042, -0....</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>deepface/tests/dataset/img40.jpg</td>\n",
       "      <td>[-1.9303354024887085, 0.4493763744831085, 0.08...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>deepface/tests/dataset/img14.jpg</td>\n",
       "      <td>[-1.323629379272461, -0.89812171459198, -1.916...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           img_name  \\\n",
       "0  deepface/tests/dataset/img31.jpg   \n",
       "1   deepface/tests/dataset/img6.jpg   \n",
       "2  deepface/tests/dataset/img62.jpg   \n",
       "3  deepface/tests/dataset/img40.jpg   \n",
       "4  deepface/tests/dataset/img14.jpg   \n",
       "\n",
       "                                           embedding  \\\n",
       "0  [0.30395060777664185, 0.37859517335891724, -0....   \n",
       "1  [0.04825747758150101, 1.1616168022155762, 1.37...   \n",
       "2  [-0.8223543167114258, -1.1515120267868042, -0....   \n",
       "3  [-1.9303354024887085, 0.4493763744831085, 0.08...   \n",
       "4  [-1.323629379272461, -0.89812171459198, -1.916...   \n",
       "\n",
       "                                              target  \n",
       "0  [-0.352205753326416, 0.4047847092151642, 0.692...  \n",
       "1  [-0.352205753326416, 0.4047847092151642, 0.692...  \n",
       "2  [-0.352205753326416, 0.4047847092151642, 0.692...  \n",
       "3  [-0.352205753326416, 0.4047847092151642, 0.692...  \n",
       "4  [-0.352205753326416, 0.4047847092151642, 0.692...  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "retrieved_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "grand-organizer",
   "metadata": {},
   "outputs": [],
   "source": [
    "def findEuclideanDistance(row):\n",
    "    source = np.array(row['embedding'])\n",
    "    target = np.array(row['target'])\n",
    "    \n",
    "    distance = (source - target)\n",
    "    return np.sqrt(np.sum(np.multiply(distance, distance)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "olive-church",
   "metadata": {},
   "outputs": [],
   "source": [
    "retrieved_df['distance'] = retrieved_df.apply(findEuclideanDistance, axis = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "contained-evanescence",
   "metadata": {},
   "outputs": [],
   "source": [
    "# threshold for facenet and euclidean pair is 10.\n",
    "# Ref: https://github.com/serengil/deepface/blob/master/deepface/commons/distance.py\n",
    "retrieved_df = retrieved_df[retrieved_df['distance'] <= 10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "confidential-gather",
   "metadata": {},
   "outputs": [],
   "source": [
    "retrieved_df = retrieved_df.sort_values(by = ['distance'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "featured-subdivision",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>img_name</th>\n",
       "      <th>embedding</th>\n",
       "      <th>target</th>\n",
       "      <th>distance</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>deepface/tests/dataset/img2.jpg</td>\n",
       "      <td>[-0.11715236306190491, 0.42001163959503174, 0....</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "      <td>7.091029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>deepface/tests/dataset/img10.jpg</td>\n",
       "      <td>[-0.3228427469730377, 1.3187260627746582, 1.24...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "      <td>7.736472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>deepface/tests/dataset/img6.jpg</td>\n",
       "      <td>[0.04825747758150101, 1.1616168022155762, 1.37...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "      <td>8.416993</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>deepface/tests/dataset/img4.jpg</td>\n",
       "      <td>[-0.23827597498893738, 0.5569553375244141, 1.8...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "      <td>8.604489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>deepface/tests/dataset/img7.jpg</td>\n",
       "      <td>[-0.20119434595108032, 1.5051518678665161, 0.8...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "      <td>8.693473</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>deepface/tests/dataset/img11.jpg</td>\n",
       "      <td>[0.2859138250350952, 0.3517375588417053, 2.103...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "      <td>8.994483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>deepface/tests/dataset/img1.jpg</td>\n",
       "      <td>[1.0574054718017578, 1.096140742301941, 1.2643...</td>\n",
       "      <td>[-0.352205753326416, 0.4047847092151642, 0.692...</td>\n",
       "      <td>9.616125</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                            img_name  \\\n",
       "13   deepface/tests/dataset/img2.jpg   \n",
       "14  deepface/tests/dataset/img10.jpg   \n",
       "1    deepface/tests/dataset/img6.jpg   \n",
       "54   deepface/tests/dataset/img4.jpg   \n",
       "39   deepface/tests/dataset/img7.jpg   \n",
       "21  deepface/tests/dataset/img11.jpg   \n",
       "20   deepface/tests/dataset/img1.jpg   \n",
       "\n",
       "                                            embedding  \\\n",
       "13  [-0.11715236306190491, 0.42001163959503174, 0....   \n",
       "14  [-0.3228427469730377, 1.3187260627746582, 1.24...   \n",
       "1   [0.04825747758150101, 1.1616168022155762, 1.37...   \n",
       "54  [-0.23827597498893738, 0.5569553375244141, 1.8...   \n",
       "39  [-0.20119434595108032, 1.5051518678665161, 0.8...   \n",
       "21  [0.2859138250350952, 0.3517375588417053, 2.103...   \n",
       "20  [1.0574054718017578, 1.096140742301941, 1.2643...   \n",
       "\n",
       "                                               target  distance  \n",
       "13  [-0.352205753326416, 0.4047847092151642, 0.692...  7.091029  \n",
       "14  [-0.352205753326416, 0.4047847092151642, 0.692...  7.736472  \n",
       "1   [-0.352205753326416, 0.4047847092151642, 0.692...  8.416993  \n",
       "54  [-0.352205753326416, 0.4047847092151642, 0.692...  8.604489  \n",
       "39  [-0.352205753326416, 0.4047847092151642, 0.692...  8.693473  \n",
       "21  [-0.352205753326416, 0.4047847092151642, 0.692...  8.994483  \n",
       "20  [-0.352205753326416, 0.4047847092151642, 0.692...  9.616125  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "retrieved_df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "southern-puzzle",
   "metadata": {},
   "source": [
    "# Face recognition - server side"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "hollywood-running",
   "metadata": {},
   "source": [
    "This approach is mainly based on sending the target embedding to cassandra and expect cassandra to find distances.\n",
    "\n",
    "Unfortunately, we cannot add where clause or order results based on calculated columns in cassandra. \n",
    "\n",
    "That's why, we have to filter distant ones and sort them in the client side "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "collected-diving",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cassandra.cluster.ResultSet at 0x2b3c7331850>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "session.execute(\"DROP FUNCTION IF EXISTS deepface.euclidean;\")\n",
    "\n",
    "session.execute(\"CREATE FUNCTION euclidean(source list<double>, target list<double>)\"\\\n",
    "    \"CALLED ON NULL INPUT RETURNS double LANGUAGE java AS '\"\\\n",
    "    \"double  distance = 0;\"\\\n",
    "    \"for (int i=0;i<source.size();i++){\"\\\n",
    "    \"    double p = source.get(i);\"\\\n",
    "    \"    double q = target.get(i);\"\\\n",
    "    \"    distance = distance + (p - q) * (p - q);\"\\\n",
    "    \"}\"\\\n",
    "    \"distance = java.lang.Math.sqrt(distance);\"\\\n",
    "    \"return distance;\"\\\n",
    "    \"';\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "smaller-craft",
   "metadata": {},
   "outputs": [],
   "source": [
    "statement = 'SELECT img_name, deepface.euclidean(embedding, %s) as distance ' \\\n",
    "            'FROM deepface.embeddings' % (target_embedding)\n",
    "\n",
    "rows = session.execute(statement)\n",
    "\n",
    "instances = []\n",
    "for row in rows:\n",
    "    instance = []\n",
    "    instance.append(row.img_name)\n",
    "    instance.append(row.distance)\n",
    "    instances.append(instance)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "heated-adobe",
   "metadata": {},
   "outputs": [],
   "source": [
    "result_df = pd.DataFrame(instances, columns = [\"img_name\", \"distance\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "mediterranean-myanmar",
   "metadata": {},
   "outputs": [],
   "source": [
    "# threshold for facenet and euclidean pair is 10.\n",
    "# Ref: https://github.com/serengil/deepface/blob/master/deepface/commons/distance.py\n",
    "\n",
    "result_df = result_df[result_df['distance'] < 10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "rocky-bracket",
   "metadata": {},
   "outputs": [],
   "source": [
    "result_df = result_df.sort_values(by = [\"distance\"]).reset_index(drop = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "united-bundle",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>img_name</th>\n",
       "      <th>distance</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>deepface/tests/dataset/img2.jpg</td>\n",
       "      <td>7.091029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>deepface/tests/dataset/img10.jpg</td>\n",
       "      <td>7.736472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>deepface/tests/dataset/img6.jpg</td>\n",
       "      <td>8.416993</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>deepface/tests/dataset/img4.jpg</td>\n",
       "      <td>8.604489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>deepface/tests/dataset/img7.jpg</td>\n",
       "      <td>8.693473</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>deepface/tests/dataset/img11.jpg</td>\n",
       "      <td>8.994483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>deepface/tests/dataset/img1.jpg</td>\n",
       "      <td>9.616125</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           img_name  distance\n",
       "0   deepface/tests/dataset/img2.jpg  7.091029\n",
       "1  deepface/tests/dataset/img10.jpg  7.736472\n",
       "2   deepface/tests/dataset/img6.jpg  8.416993\n",
       "3   deepface/tests/dataset/img4.jpg  8.604489\n",
       "4   deepface/tests/dataset/img7.jpg  8.693473\n",
       "5  deepface/tests/dataset/img11.jpg  8.994483\n",
       "6   deepface/tests/dataset/img1.jpg  9.616125"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "local-warren",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 7 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize = (10, 10))\n",
    "\n",
    "for index, instance in result_df.iterrows():\n",
    "    img_name = instance[\"img_name\"]\n",
    "    distance = instance[\"distance\"]\n",
    "    \n",
    "    ax = fig.add_subplot(3, 3, index + 1)\n",
    "    \n",
    "    img = functions.preprocess_face(img_name)[0]\n",
    "    plt.imshow(img[:, :, ::-1])\n",
    "    plt.axis('off')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "horizontal-accommodation",
   "metadata": {},
   "source": [
    "# Validate results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "great-slave",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "Analyzing:   0%|          | 0/1 [00:00<?, ?it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Already built model is passed\n",
      "WARNING: Representations for images in  deepface/tests/dataset  folder were previously stored in  representations_facenet.pkl . If you added new instances after this file creation, then please delete this file and call find function again. It will create it again.\n",
      "There are  60  representations found in  representations_facenet.pkl\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Analyzing: 100%|██████████| 1/1 [00:00<00:00,  5.15it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "find function lasts  0.25600123405456543  seconds\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "val_df = DeepFace.find(img_path = target_img_path, db_path = \"deepface/tests/dataset\"\n",
    "              , model_name = 'Facenet', model = model, distance_metric = 'euclidean'\n",
    "              , detector_backend = 'opencv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "hourly-journalist",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>identity</th>\n",
       "      <th>Facenet_euclidean</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>deepface/tests/dataset/img2.jpg</td>\n",
       "      <td>7.091029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>deepface/tests/dataset/img10.jpg</td>\n",
       "      <td>7.736472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>deepface/tests/dataset/img6.jpg</td>\n",
       "      <td>8.416993</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>deepface/tests/dataset/img4.jpg</td>\n",
       "      <td>8.604489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>deepface/tests/dataset/img7.jpg</td>\n",
       "      <td>8.693473</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>deepface/tests/dataset/img11.jpg</td>\n",
       "      <td>8.994483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>deepface/tests/dataset/img1.jpg</td>\n",
       "      <td>9.616125</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           identity  Facenet_euclidean\n",
       "0   deepface/tests/dataset/img2.jpg           7.091029\n",
       "1  deepface/tests/dataset/img10.jpg           7.736472\n",
       "2   deepface/tests/dataset/img6.jpg           8.416993\n",
       "3   deepface/tests/dataset/img4.jpg           8.604489\n",
       "4   deepface/tests/dataset/img7.jpg           8.693473\n",
       "5  deepface/tests/dataset/img11.jpg           8.994483\n",
       "6   deepface/tests/dataset/img1.jpg           9.616125"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "val_df"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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 },
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